AI IN HEALTHCARE
Medical Image Segmentation Pipeline
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CASE ANALYSIS
Scenario
A hospital deploys an AI system to segment tumors from CT scans. The pipeline preprocesses images, runs a U-Net model, and sends results for expert review before finalization.
Key decisions
- Accept or reject segmentation based on expert review
- Refine model with rejected cases
When to reuse this
AI imaging pipelines in radiology, pathology, or dermatology where expert validation is integrated.
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flowchart-medical-image-segmentation-pipeline-for-tumor-detection